EngineeringMay 12, 2026·8 min
Why we compile prompts into typed graphs
Treating prompts as source code unlocked observability, replays, and safe rollouts.
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Notes from the frontier.
Deep dives on agent infrastructure, research, and how we build Donkit.
Engineering
ProductMay 04, 2026·5 min
Introducing MCP support: bring any tool to Donkit
The Model Context Protocol is our universal adapter for the long tail of tools.
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ResearchApr 21, 2026·11 min
Reducing hallucinations with episodic memory
Episodic recall cut hallucination rates by 38% across our internal benchmarks.
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EngineeringApr 10, 2026·6 min
Cold starts under 300ms on the edge
How we pre-warm graphs and stream the first token before the runtime is ready.
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CultureMar 28, 2026·7 min
Building a 12-person company that ships like 50
Small teams, sharp opinions, brutal focus.
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ProductMar 14, 2026·9 min
Donkit 2.0: typed graphs, faster runs, lower bills
Our largest release yet, in one post.
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